Pith Number

pith:PREKHBMG

pith:2024:PREKHBMG7XDWS46AJX5N3RTF4O

not attested not anchored not stored refs pending

From Text to Insight: Large Language Models for Materials Science Data Extraction

Christoph T. Koch, Jos\'e A. M\'arquez, Kevin Maik Jablonka, Mara Schilling-Wilhelmi, Mar\'ia Victoria Gil, Marti\~no R\'ios-Garc\'ia, Santiago Miret, Sherjeel Shabih

arxiv:2407.16867 v2 · 2024-07-23 · cond-mat.mtrl-sci · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PREKHBMG7XDWS46AJX5N3RTF4O}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

Agentic generation of verifiable rules for deterministic, self-expanding reaction classification

From Text to Discovery: How Large Language Models Are Reshaping Research Across Scientific and Humanistic Disciplines

Receipt and verification

First computed	2026-07-05T09:43:08.867286Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c48a38586fdc76973c04dfaddc665e3a0c7dcac911ede36043deb857589918c

Aliases

arxiv: 2407.16867 · arxiv_version: 2407.16867v2 · doi: 10.48550/arxiv.2407.16867 · pith_short_12: PREKHBMG7XDW · pith_short_16: PREKHBMG7XDWS46A · pith_short_8: PREKHBMG

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/PREKHBMG7XDWS46AJX5N3RTF4O \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 7c48a38586fdc76973c04dfaddc665e3a0c7dcac911ede36043deb857589918c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "44dad70ba749ef2a64a0edfa3afc745128174d7d03f8c5c7478992950c4f7734",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2024-07-23T22:23:47Z",
    "title_canon_sha256": "3e08c6ca09399bdf9a70fc9cb6b59a9980e6bc3f47411d099a82203f0f935a02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.16867",
    "kind": "arxiv",
    "version": 2
  }
}